Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 3189 |
| Missing cells | 825 |
| Missing cells (%) | 0.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 697.7 KiB |
| Average record size in memory | 224.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 20 |
| Text | 2 |
| Boolean | 3 |
councildistrictcode is highly overall correlated with neighborhood | High correlation |
propertygfatotal is highly overall correlated with propertygfabuilding and 4 other fields | High correlation |
propertygfabuilding is highly overall correlated with propertygfatotal and 4 other fields | High correlation |
largestpropertyusetypegfa is highly overall correlated with propertygfatotal and 4 other fields | High correlation |
energystarscore is highly overall correlated with sourceeuiwn_kbtu_sf | High correlation |
siteeuiwn_kbtu_sf is highly overall correlated with sourceeuiwn_kbtu_sf and 3 other fields | High correlation |
sourceeuiwn_kbtu_sf is highly overall correlated with energystarscore and 3 other fields | High correlation |
siteenergyuse_kbtu is highly overall correlated with propertygfatotal and 6 other fields | High correlation |
siteenergyusewn_kbtu is highly overall correlated with propertygfatotal and 6 other fields | High correlation |
totalghgemissions is highly overall correlated with propertygfatotal and 6 other fields | High correlation |
latitude is highly overall correlated with neighborhood | High correlation |
source_site is highly overall correlated with totalghgemissions and 1 other fields | High correlation |
source_wn is highly overall correlated with site_wn and 1 other fields | High correlation |
site_wn is highly overall correlated with source_wn | High correlation |
buildingtype is highly overall correlated with primarypropertytype | High correlation |
primarypropertytype is highly overall correlated with buildingtype | High correlation |
neighborhood is highly overall correlated with councildistrictcode and 1 other fields | High correlation |
electricity is highly overall correlated with source_wn | High correlation |
naturalgas is highly overall correlated with source_site | High correlation |
steam is highly imbalanced (76.1%) | Imbalance |
electricity is highly imbalanced (99.2%) | Imbalance |
energystarscore has 803 (25.2%) missing values | Missing |
totalghgemissions is highly skewed (γ1 = 20.23067068) | Skewed |
siteenergyuse_kbtu has unique values | Unique |
siteenergyusewn_kbtu has unique values | Unique |
numberofbuildings has 91 (2.9%) zeros | Zeros |
propertygfaparking has 2705 (84.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-04 16:45:49.293910 |
|---|---|
| Analysis finished | 2023-09-04 16:47:14.230722 |
| Duration | 1 minute and 24.94 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
buildingtype
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.0 KiB |
| NonResidential | |
|---|---|
| Multifamily LR (1-4) | |
| Multifamily MR (5-9) | |
| Multifamily HR (10+) | 107 |
| Nonresidential COS | 81 |
| Other values (3) | 34 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 17.164315 |
| Min length | 6 |
Characters and Unicode
| Total characters | 54737 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NonResidential |
|---|---|
| 2nd row | NonResidential |
| 3rd row | NonResidential |
| 4th row | NonResidential |
| 5th row | NonResidential |
Common Values
| Value | Count | Frequency (%) |
| NonResidential | 1421 | |
| Multifamily LR (1-4) | 979 | |
| Multifamily MR (5-9) | 567 | 17.8% |
| Multifamily HR (10+) | 107 | 3.4% |
| Nonresidential COS | 81 | 2.5% |
| Campus | 23 | 0.7% |
| SPS-District K-12 | 10 | 0.3% |
| Nonresidential WA | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| multifamily | 1653 | |
| nonresidential | 1503 | |
| lr | 979 | |
| 1-4 | 979 | |
| mr | 567 | 8.6% |
| 5-9 | 567 | 8.6% |
| hr | 107 | 1.6% |
| 10 | 107 | 1.6% |
| cos | 81 | 1.2% |
| campus | 23 | 0.3% |
| Other values (3) | 21 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6332 | 11.6% |
| l | 4809 | 8.8% |
| 3398 | 6.2% | |
| a | 3179 | 5.8% |
| t | 3176 | 5.8% |
| R | 3074 | 5.6% |
| n | 3006 | 5.5% |
| e | 3006 | 5.5% |
| M | 2220 | 4.1% |
| u | 1676 | 3.1% |
| Other values (30) | 20861 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 34833 | |
| Uppercase Letter | 8201 | 15.0% |
| Space Separator | 3398 | 6.2% |
| Decimal Number | 3326 | 6.1% |
| Close Punctuation | 1653 | 3.0% |
| Open Punctuation | 1653 | 3.0% |
| Dash Punctuation | 1566 | 2.9% |
| Math Symbol | 107 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6332 | |
| l | 4809 | |
| a | 3179 | |
| t | 3176 | |
| n | 3006 | |
| e | 3006 | |
| u | 1676 | 4.8% |
| m | 1676 | 4.8% |
| y | 1653 | 4.7% |
| f | 1653 | 4.7% |
| Other values (6) | 4667 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 3074 | |
| M | 2220 | |
| N | 1503 | |
| L | 979 | 11.9% |
| H | 107 | 1.3% |
| C | 104 | 1.3% |
| S | 101 | 1.2% |
| O | 81 | 1.0% |
| P | 10 | 0.1% |
| D | 10 | 0.1% |
| Other values (3) | 12 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1096 | |
| 4 | 979 | |
| 5 | 567 | |
| 9 | 567 | |
| 0 | 107 | 3.2% |
| 2 | 10 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 3398 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1653 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1653 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1566 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 107 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43034 | |
| Common | 11703 | 21.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6332 | |
| l | 4809 | |
| a | 3179 | 7.4% |
| t | 3176 | 7.4% |
| R | 3074 | 7.1% |
| n | 3006 | 7.0% |
| e | 3006 | 7.0% |
| M | 2220 | 5.2% |
| u | 1676 | 3.9% |
| m | 1676 | 3.9% |
| Other values (19) | 10880 |
Common
| Value | Count | Frequency (%) |
| 3398 | ||
| ) | 1653 | |
| ( | 1653 | |
| - | 1566 | |
| 1 | 1096 | 9.4% |
| 4 | 979 | 8.4% |
| 5 | 567 | 4.8% |
| 9 | 567 | 4.8% |
| 0 | 107 | 0.9% |
| + | 107 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54737 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6332 | 11.6% |
| l | 4809 | 8.8% |
| 3398 | 6.2% | |
| a | 3179 | 5.8% |
| t | 3176 | 5.8% |
| R | 3074 | 5.6% |
| n | 3006 | 5.5% |
| e | 3006 | 5.5% |
| M | 2220 | 4.1% |
| u | 1676 | 3.1% |
| Other values (30) | 20861 |
primarypropertytype
Categorical
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.0 KiB |
| Low-Rise Multifamily | |
|---|---|
| Mid-Rise Multifamily | |
| Small- and Mid-Sized Office | |
| Other | |
| Warehouse | |
| Other values (18) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.360301 |
| Min length | 5 |
Characters and Unicode
| Total characters | 55362 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
Common Values
| Value | Count | Frequency (%) |
| Low-Rise Multifamily | 951 | |
| Mid-Rise Multifamily | 550 | |
| Small- and Mid-Sized Office | 286 | 9.0% |
| Other | 250 | 7.8% |
| Warehouse | 185 | 5.8% |
| Large Office | 165 | 5.2% |
| Mixed Use Property | 131 | 4.1% |
| High-Rise Multifamily | 102 | 3.2% |
| Retail Store | 85 | 2.7% |
| Hotel | 76 | 2.4% |
| Other values (13) | 408 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| multifamily | 1603 | |
| low-rise | 951 | |
| mid-rise | 550 | 8.3% |
| office | 490 | 7.4% |
| small | 286 | 4.3% |
| and | 286 | 4.3% |
| mid-sized | 286 | 4.3% |
| other | 250 | 3.8% |
| warehouse | 197 | 3.0% |
| large | 165 | 2.5% |
| Other values (28) | 1573 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7369 | 13.3% |
| e | 4409 | 8.0% |
| l | 4207 | 7.6% |
| 3448 | 6.2% | |
| a | 2955 | 5.3% |
| t | 2711 | 4.9% |
| f | 2623 | 4.7% |
| M | 2609 | 4.7% |
| - | 2253 | 4.1% |
| s | 2118 | 3.8% |
| Other values (33) | 20660 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 41293 | |
| Uppercase Letter | 8229 | 14.9% |
| Space Separator | 3448 | 6.2% |
| Dash Punctuation | 2253 | 4.1% |
| Decimal Number | 100 | 0.2% |
| Other Punctuation | 39 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 7369 | |
| e | 4409 | |
| l | 4207 | |
| a | 2955 | 7.2% |
| t | 2711 | 6.6% |
| f | 2623 | 6.4% |
| s | 2118 | 5.1% |
| m | 2014 | 4.9% |
| u | 1947 | 4.7% |
| y | 1943 | 4.7% |
| Other values (14) | 8997 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2609 | |
| R | 1735 | |
| L | 1126 | |
| S | 884 | 10.7% |
| O | 740 | 9.0% |
| W | 264 | 3.2% |
| H | 211 | 2.6% |
| U | 153 | 1.9% |
| C | 139 | 1.7% |
| P | 131 | 1.6% |
| Other values (4) | 237 | 2.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 50 | |
| 2 | 50 |
Space Separator
| Value | Count | Frequency (%) |
| 3448 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2253 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 39 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49522 | |
| Common | 5840 | 10.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 7369 | |
| e | 4409 | 8.9% |
| l | 4207 | 8.5% |
| a | 2955 | 6.0% |
| t | 2711 | 5.5% |
| f | 2623 | 5.3% |
| M | 2609 | 5.3% |
| s | 2118 | 4.3% |
| m | 2014 | 4.1% |
| u | 1947 | 3.9% |
| Other values (28) | 16560 |
Common
| Value | Count | Frequency (%) |
| 3448 | ||
| - | 2253 | |
| 1 | 50 | 0.9% |
| 2 | 50 | 0.9% |
| / | 39 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55362 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 7369 | 13.3% |
| e | 4409 | 8.0% |
| l | 4207 | 7.6% |
| 3448 | 6.2% | |
| a | 2955 | 5.3% |
| t | 2711 | 4.9% |
| f | 2623 | 4.7% |
| M | 2609 | 4.7% |
| - | 2253 | 4.1% |
| s | 2118 | 3.8% |
| Other values (33) | 20660 |
councildistrictcode
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4772656 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.1152195 |
|---|---|
| Coefficient of variation (CV) | 0.47243557 |
| Kurtosis | -1.4465961 |
| Mean | 4.4772656 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.087930759 |
| Sum | 14278 |
| Variance | 4.4741536 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 7 | 1003 | |
| 3 | 569 | |
| 2 | 473 | |
| 4 | 343 | 10.8% |
| 5 | 319 | 10.0% |
| 1 | 251 | 7.9% |
| 6 | 231 | 7.2% |
| Value | Count | Frequency (%) |
| 1 | 251 | 7.9% |
| 2 | 473 | |
| 3 | 569 | |
| 4 | 343 | 10.8% |
| 5 | 319 | 10.0% |
| 6 | 231 | 7.2% |
| 7 | 1003 |
| Value | Count | Frequency (%) |
| 7 | 1003 | |
| 6 | 231 | 7.2% |
| 5 | 319 | 10.0% |
| 4 | 343 | 10.8% |
| 3 | 569 | |
| 2 | 473 | |
| 1 | 251 | 7.9% |
neighborhood
Categorical
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.0 KiB |
| DOWNTOWN | |
|---|---|
| EAST | |
| MAGNOLIA / QUEEN ANNE | |
| GREATER DUWAMISH | |
| NORTHEAST | |
| Other values (8) |
Length
| Max length | 21 |
|---|---|
| Median length | 10 |
| Mean length | 10.142051 |
| Min length | 4 |
Characters and Unicode
| Total characters | 32343 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DOWNTOWN |
|---|---|
| 2nd row | DOWNTOWN |
| 3rd row | DOWNTOWN |
| 4th row | DOWNTOWN |
| 5th row | DOWNTOWN |
Common Values
| Value | Count | Frequency (%) |
| DOWNTOWN | 549 | |
| EAST | 439 | |
| MAGNOLIA / QUEEN ANNE | 410 | |
| GREATER DUWAMISH | 357 | |
| NORTHEAST | 261 | |
| LAKE UNION | 242 | |
| NORTHWEST | 207 | 6.5% |
| NORTH | 176 | 5.5% |
| SOUTHWEST | 146 | 4.6% |
| BALLARD | 126 | 4.0% |
| Other values (3) | 276 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| downtown | 549 | |
| east | 439 | 8.7% |
| magnolia | 410 | 8.2% |
| 410 | 8.2% | |
| queen | 410 | 8.2% |
| anne | 410 | 8.2% |
| greater | 357 | 7.1% |
| duwamish | 357 | 7.1% |
| northeast | 261 | 5.2% |
| union | 242 | 4.8% |
| Other values (8) | 1173 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 3987 | |
| E | 3592 | |
| A | 3337 | |
| T | 3026 | |
| O | 2618 | 8.1% |
| 1829 | 5.7% | |
| W | 1808 | 5.6% |
| S | 1712 | 5.3% |
| R | 1682 | 5.2% |
| U | 1233 | 3.8% |
| Other values (11) | 7519 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 30104 | |
| Space Separator | 1829 | 5.7% |
| Other Punctuation | 410 | 1.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 3987 | |
| E | 3592 | |
| A | 3337 | |
| T | 3026 | |
| O | 2618 | |
| W | 1808 | 6.0% |
| S | 1712 | 5.7% |
| R | 1682 | 5.6% |
| U | 1233 | 4.1% |
| H | 1225 | 4.1% |
| Other values (9) | 5884 |
Space Separator
| Value | Count | Frequency (%) |
| 1829 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 410 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30104 | |
| Common | 2239 | 6.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 3987 | |
| E | 3592 | |
| A | 3337 | |
| T | 3026 | |
| O | 2618 | |
| W | 1808 | 6.0% |
| S | 1712 | 5.7% |
| R | 1682 | 5.6% |
| U | 1233 | 4.1% |
| H | 1225 | 4.1% |
| Other values (9) | 5884 |
Common
| Value | Count | Frequency (%) |
| 1829 | ||
| / | 410 | 18.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32343 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 3987 | |
| E | 3592 | |
| A | 3337 | |
| T | 3026 | |
| O | 2618 | 8.1% |
| 1829 | 5.7% | |
| W | 1808 | 5.6% |
| S | 1712 | 5.3% |
| R | 1682 | 5.2% |
| U | 1233 | 3.8% |
| Other values (11) | 7519 |
numberofbuildings
Real number (ℝ)
ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0768266 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 91 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.94851424 |
|---|---|
| Coefficient of variation (CV) | 0.88084214 |
| Kurtosis | 320.32293 |
| Mean | 1.0768266 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.338562 |
| Sum | 3434 |
| Variance | 0.89967926 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 3001 | |
| 0 | 91 | 2.9% |
| 2 | 35 | 1.1% |
| 3 | 22 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 5 | 0.2% |
| 8 | 3 | 0.1% |
| 14 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Other values (6) | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 91 | 2.9% |
| 1 | 3001 | |
| 2 | 35 | 1.1% |
| 3 | 22 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 5 | 0.2% |
| 7 | 1 | < 0.1% |
| 8 | 3 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| 8 | 3 | |
| 7 | 1 | < 0.1% |
| 6 | 5 |
numberoffloors
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.786767 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 15 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 12 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.5580941 |
|---|---|
| Coefficient of variation (CV) | 1.1611374 |
| Kurtosis | 55.622397 |
| Mean | 4.786767 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.9076641 |
| Sum | 15265 |
| Variance | 30.89241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 664 | |
| 3 | 648 | |
| 1 | 423 | |
| 2 | 395 | |
| 6 | 298 | |
| 5 | 289 | |
| 7 | 142 | 4.5% |
| 8 | 63 | 2.0% |
| 10 | 32 | 1.0% |
| 11 | 32 | 1.0% |
| Other values (40) | 203 | 6.4% |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.5% |
| 1 | 423 | |
| 2 | 395 | |
| 3 | 648 | |
| 4 | 664 | |
| 5 | 289 | |
| 6 | 298 | |
| 7 | 142 | 4.5% |
| 8 | 63 | 2.0% |
| 9 | 18 | 0.6% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 42 | 6 | |
| 41 | 2 | 0.1% |
propertygfatotal
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3021 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92572.002 |
| Minimum | 11285 |
|---|---|
| Maximum | 2200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 11285 |
|---|---|
| 5-th percentile | 21282.8 |
| Q1 | 28256 |
| median | 43728 |
| Q3 | 91091 |
| 95-th percentile | 321219.8 |
| Maximum | 2200000 |
| Range | 2188715 |
| Interquartile range (IQR) | 62835 |
Descriptive statistics
| Standard deviation | 152048.2 |
|---|---|
| Coefficient of variation (CV) | 1.6424859 |
| Kurtosis | 49.28716 |
| Mean | 92572.002 |
| Median Absolute Deviation (MAD) | 19512 |
| Skewness | 5.8871601 |
| Sum | 2.9521211 × 108 |
| Variance | 2.3118657 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.3% |
| 28800 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 22320 | 4 | 0.1% |
| 30720 | 4 | 0.1% |
| 30240 | 4 | 0.1% |
| 30000 | 3 | 0.1% |
| 22344 | 3 | 0.1% |
| Other values (3011) | 3134 |
| Value | Count | Frequency (%) |
| 11285 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12769 | 1 | |
| 13157 | 1 | |
| 14101 | 1 | |
| 16000 | 1 | |
| 16300 | 1 | |
| 16795 | 1 | |
| 18258 | 1 |
| Value | Count | Frequency (%) |
| 2200000 | 1 | |
| 1952220 | 1 | |
| 1765970 | 1 | |
| 1605578 | 1 | |
| 1592914 | 1 | |
| 1585960 | 1 | |
| 1536606 | 1 | |
| 1400000 | 1 | |
| 1380959 | 1 | |
| 1354987 | 1 |
propertygfaparking
Real number (ℝ)
ZEROS
| Distinct | 476 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8277.5967 |
| Minimum | 0 |
|---|---|
| Maximum | 512608 |
| Zeros | 2705 |
| Zeros (%) | 84.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 49415 |
| Maximum | 512608 |
| Range | 512608 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 33059.323 |
|---|---|
| Coefficient of variation (CV) | 3.993831 |
| Kurtosis | 56.706924 |
| Mean | 8277.5967 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.5361756 |
| Sum | 26397256 |
| Variance | 1.0929188 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2705 | |
| 13320 | 3 | 0.1% |
| 12960 | 2 | 0.1% |
| 25800 | 2 | 0.1% |
| 22000 | 2 | 0.1% |
| 30000 | 2 | 0.1% |
| 10800 | 2 | 0.1% |
| 100176 | 2 | 0.1% |
| 20416 | 2 | 0.1% |
| 15576 | 1 | < 0.1% |
| Other values (466) | 466 | 14.6% |
| Value | Count | Frequency (%) |
| 0 | 2705 | |
| 38 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 415 | 1 | < 0.1% |
| 604 | 1 | < 0.1% |
| 756 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 919 | 1 | < 0.1% |
| 1263 | 1 | < 0.1% |
| 1392 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 512608 | 1 | |
| 407795 | 1 | |
| 389860 | 1 | |
| 368980 | 1 | |
| 335109 | 1 | |
| 327680 | 1 | |
| 319400 | 1 | |
| 303707 | 1 | |
| 285688 | 1 | |
| 285000 | 1 |
propertygfabuilding
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3017 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84294.405 |
| Minimum | 3636 |
|---|---|
| Maximum | 2200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 3636 |
|---|---|
| 5-th percentile | 21019.6 |
| Q1 | 27533 |
| median | 42720 |
| Q3 | 84385 |
| 95-th percentile | 283851.6 |
| Maximum | 2200000 |
| Range | 2196364 |
| Interquartile range (IQR) | 56852 |
Descriptive statistics
| Standard deviation | 134911.21 |
|---|---|
| Coefficient of variation (CV) | 1.6004765 |
| Kurtosis | 56.930799 |
| Mean | 84294.405 |
| Median Absolute Deviation (MAD) | 18600 |
| Skewness | 6.2166042 |
| Sum | 2.6881486 × 108 |
| Variance | 1.8201035 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.3% |
| 21600 | 7 | 0.2% |
| 28800 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 30720 | 4 | 0.1% |
| 22320 | 4 | 0.1% |
| 30240 | 4 | 0.1% |
| 20000 | 3 | 0.1% |
| 21900 | 3 | 0.1% |
| Other values (3007) | 3134 |
| Value | Count | Frequency (%) |
| 3636 | 1 | |
| 10925 | 1 | |
| 11285 | 1 | |
| 11440 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12769 | 1 | |
| 12806 | 1 | |
| 13157 | 1 | |
| 14101 | 1 |
| Value | Count | Frequency (%) |
| 2200000 | 1 | |
| 1765970 | 1 | |
| 1632820 | 1 | |
| 1592914 | 1 | |
| 1380959 | 1 | |
| 1323055 | 1 | |
| 1258280 | 1 | |
| 1215718 | 1 | |
| 1195387 | 1 | |
| 1172127 | 1 |
| Distinct | 457 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.0 KiB |
Length
| Max length | 255 |
|---|---|
| Median length | 166 |
| Mean length | 26.374098 |
| Min length | 5 |
Characters and Unicode
| Total characters | 84107 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 306 ? |
|---|---|
| Unique (%) | 9.6% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel, Parking, Restaurant |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel, Parking, Swimming Pool |
| Value | Count | Frequency (%) |
| multifamily | 1659 | |
| housing | 1659 | |
| parking | 1065 | |
| office | 937 | |
| store | 454 | 4.8% |
| other | 411 | 4.3% |
| retail | 389 | 4.1% |
| warehouse | 273 | 2.9% |
| non-refrigerated | 256 | 2.7% |
| 178 | 1.9% | |
| Other values (96) | 2193 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9119 | 10.8% |
| 6285 | 7.5% | |
| e | 5541 | 6.6% |
| a | 5116 | 6.1% |
| t | 4808 | 5.7% |
| l | 4733 | 5.6% |
| u | 4143 | 4.9% |
| r | 4140 | 4.9% |
| n | 4069 | 4.8% |
| f | 3872 | 4.6% |
| Other values (42) | 32281 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 64194 | |
| Uppercase Letter | 9918 | 11.8% |
| Space Separator | 6285 | 7.5% |
| Other Punctuation | 2984 | 3.5% |
| Dash Punctuation | 536 | 0.6% |
| Decimal Number | 116 | 0.1% |
| Open Punctuation | 37 | < 0.1% |
| Close Punctuation | 37 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9119 | |
| e | 5541 | 8.6% |
| a | 5116 | 8.0% |
| t | 4808 | 7.5% |
| l | 4733 | 7.4% |
| u | 4143 | 6.5% |
| r | 4140 | 6.4% |
| n | 4069 | 6.3% |
| f | 3872 | 6.0% |
| o | 3732 | 5.8% |
| Other values (12) | 14921 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1858 | |
| M | 1808 | |
| O | 1370 | |
| P | 1210 | |
| R | 936 | |
| S | 915 | |
| W | 347 | 3.5% |
| C | 330 | 3.3% |
| N | 262 | 2.6% |
| F | 219 | 2.2% |
| Other values (11) | 663 | 6.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2619 | |
| / | 353 | 11.8% |
| & | 12 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 58 | |
| 2 | 58 |
Space Separator
| Value | Count | Frequency (%) |
| 6285 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 536 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 37 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 37 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74112 | |
| Common | 9995 | 11.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9119 | 12.3% |
| e | 5541 | 7.5% |
| a | 5116 | 6.9% |
| t | 4808 | 6.5% |
| l | 4733 | 6.4% |
| u | 4143 | 5.6% |
| r | 4140 | 5.6% |
| n | 4069 | 5.5% |
| f | 3872 | 5.2% |
| o | 3732 | 5.0% |
| Other values (33) | 24839 |
Common
| Value | Count | Frequency (%) |
| 6285 | ||
| , | 2619 | |
| - | 536 | 5.4% |
| / | 353 | 3.5% |
| 1 | 58 | 0.6% |
| 2 | 58 | 0.6% |
| ( | 37 | 0.4% |
| ) | 37 | 0.4% |
| & | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84107 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9119 | 10.8% |
| 6285 | 7.5% | |
| e | 5541 | 6.6% |
| a | 5116 | 6.1% |
| t | 4808 | 5.7% |
| l | 4733 | 5.6% |
| u | 4143 | 4.9% |
| r | 4140 | 4.9% |
| n | 4069 | 4.8% |
| f | 3872 | 4.6% |
| Other values (42) | 32281 |
| Distinct | 55 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 11 |
| Missing (%) | 0.3% |
| Memory size | 25.0 KiB |
Length
| Max length | 52 |
|---|---|
| Median length | 19 |
| Mean length | 16.433606 |
| Min length | 5 |
Characters and Unicode
| Total characters | 52226 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
| Value | Count | Frequency (%) |
| multifamily | 1621 | |
| housing | 1621 | |
| office | 525 | 9.0% |
| warehouse | 209 | 3.6% |
| non-refrigerated | 197 | 3.4% |
| other | 174 | 3.0% |
| store | 133 | 2.3% |
| facility | 96 | 1.6% |
| retail | 93 | 1.6% |
| 86 | 1.5% | |
| Other values (78) | 1064 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6637 | 12.7% |
| l | 3932 | 7.5% |
| u | 3696 | 7.1% |
| t | 3015 | 5.8% |
| e | 2965 | 5.7% |
| f | 2921 | 5.6% |
| o | 2820 | 5.4% |
| a | 2736 | 5.2% |
| 2641 | 5.1% | |
| n | 2331 | 4.5% |
| Other values (41) | 18532 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42793 | |
| Uppercase Letter | 6113 | 11.7% |
| Space Separator | 2641 | 5.1% |
| Dash Punctuation | 353 | 0.7% |
| Other Punctuation | 192 | 0.4% |
| Decimal Number | 100 | 0.2% |
| Open Punctuation | 17 | < 0.1% |
| Close Punctuation | 17 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6637 | |
| l | 3932 | |
| u | 3696 | 8.6% |
| t | 3015 | 7.0% |
| e | 2965 | 6.9% |
| f | 2921 | 6.8% |
| o | 2820 | 6.6% |
| a | 2736 | 6.4% |
| n | 2331 | 5.4% |
| s | 2135 | 5.0% |
| Other values (11) | 9605 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1751 | |
| M | 1706 | |
| O | 711 | |
| R | 384 | 6.3% |
| S | 377 | 6.2% |
| W | 277 | 4.5% |
| N | 197 | 3.2% |
| C | 191 | 3.1% |
| F | 107 | 1.8% |
| D | 89 | 1.5% |
| Other values (11) | 323 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 162 | |
| , | 20 | 10.4% |
| & | 10 | 5.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 50 | |
| 1 | 50 |
Space Separator
| Value | Count | Frequency (%) |
| 2641 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 353 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 17 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 48906 | |
| Common | 3320 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6637 | |
| l | 3932 | 8.0% |
| u | 3696 | 7.6% |
| t | 3015 | 6.2% |
| e | 2965 | 6.1% |
| f | 2921 | 6.0% |
| o | 2820 | 5.8% |
| a | 2736 | 5.6% |
| n | 2331 | 4.8% |
| s | 2135 | 4.4% |
| Other values (32) | 15718 |
Common
| Value | Count | Frequency (%) |
| 2641 | ||
| - | 353 | 10.6% |
| / | 162 | 4.9% |
| 2 | 50 | 1.5% |
| 1 | 50 | 1.5% |
| , | 20 | 0.6% |
| ( | 17 | 0.5% |
| ) | 17 | 0.5% |
| & | 10 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 52226 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6637 | 12.7% |
| l | 3932 | 7.5% |
| u | 3696 | 7.1% |
| t | 3015 | 5.8% |
| e | 2965 | 5.7% |
| f | 2921 | 5.6% |
| o | 2820 | 5.4% |
| a | 2736 | 5.2% |
| 2641 | 5.1% | |
| n | 2331 | 4.5% |
| Other values (41) | 18532 |
largestpropertyusetypegfa
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2959 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 11 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76314.751 |
| Minimum | 5656 |
|---|---|
| Maximum | 1719643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 5656 |
|---|---|
| 5-th percentile | 17412.2 |
| Q1 | 24961.25 |
| median | 38929 |
| Q3 | 75543 |
| 95-th percentile | 245059.8 |
| Maximum | 1719643 |
| Range | 1713987 |
| Interquartile range (IQR) | 50581.75 |
Descriptive statistics
| Standard deviation | 124692.65 |
|---|---|
| Coefficient of variation (CV) | 1.6339259 |
| Kurtosis | 54.671926 |
| Mean | 76314.751 |
| Median Absolute Deviation (MAD) | 16773.5 |
| Skewness | 6.2266668 |
| Sum | 2.4252828 × 108 |
| Variance | 1.5548256 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24000 | 9 | 0.3% |
| 22000 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 20000 | 7 | 0.2% |
| 30000 | 6 | 0.2% |
| 24288 | 5 | 0.2% |
| 28800 | 5 | 0.2% |
| 15000 | 5 | 0.2% |
| 45000 | 5 | 0.2% |
| 36000 | 5 | 0.2% |
| Other values (2949) | 3117 | |
| (Missing) | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 5656 | 1 | |
| 6455 | 1 | |
| 6601 | 1 | |
| 6900 | 1 | |
| 7245 | 1 | |
| 7387 | 1 | |
| 7501 | 1 | |
| 7583 | 1 | |
| 7758 | 1 | |
| 8061 | 1 |
| Value | Count | Frequency (%) |
| 1719643 | 1 | |
| 1680937 | 1 | |
| 1639334 | 1 | |
| 1585960 | 1 | |
| 1350182 | 1 | |
| 1314475 | 1 | |
| 1191115 | 1 | |
| 1172127 | 1 | |
| 1011135 | 1 | |
| 1010135 | 1 |
energystarscore
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 803 |
| Missing (%) | 25.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.231769 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11.25 |
| Q1 | 52 |
| median | 74 |
| Q3 | 89 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 26.997359 |
|---|---|
| Coefficient of variation (CV) | 0.40155657 |
| Kurtosis | -0.3079605 |
| Mean | 67.231769 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.81502344 |
| Sum | 160415 |
| Variance | 728.85737 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 90 | 2.8% |
| 98 | 71 | 2.2% |
| 96 | 61 | 1.9% |
| 89 | 54 | 1.7% |
| 93 | 50 | 1.6% |
| 95 | 49 | 1.5% |
| 91 | 47 | 1.5% |
| 92 | 47 | 1.5% |
| 99 | 47 | 1.5% |
| 81 | 46 | 1.4% |
| Other values (90) | 1824 | |
| (Missing) | 803 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 10 | 0.3% |
| 3 | 13 | 0.4% |
| 4 | 5 | 0.2% |
| 5 | 8 | 0.3% |
| 6 | 8 | 0.3% |
| 7 | 10 | 0.3% |
| 8 | 10 | 0.3% |
| 9 | 5 | 0.2% |
| 10 | 10 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 90 | |
| 99 | 47 | |
| 98 | 71 | |
| 97 | 45 | |
| 96 | 61 | |
| 95 | 49 | |
| 94 | 45 | |
| 93 | 50 | |
| 92 | 47 | |
| 91 | 47 |
siteeuiwn_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1081 |
|---|---|
| Distinct (%) | 33.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.146911 |
| Minimum | 1.5 |
|---|---|
| Maximum | 834.40002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 19.839999 |
| Q1 | 29.700001 |
| median | 41.599998 |
| Q3 | 65.599998 |
| 95-th percentile | 152.58 |
| Maximum | 834.40002 |
| Range | 832.90002 |
| Interquartile range (IQR) | 35.899998 |
Descriptive statistics
| Standard deviation | 57.621877 |
|---|---|
| Coefficient of variation (CV) | 0.99097056 |
| Kurtosis | 37.937931 |
| Mean | 58.146911 |
| Median Absolute Deviation (MAD) | 14.600002 |
| Skewness | 4.8682816 |
| Sum | 185430.5 |
| Variance | 3320.2807 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.5 | 16 | 0.5% |
| 30.79999924 | 15 | 0.5% |
| 32.20000076 | 14 | 0.4% |
| 29 | 14 | 0.4% |
| 30.20000076 | 14 | 0.4% |
| 27.89999962 | 13 | 0.4% |
| 31.39999962 | 13 | 0.4% |
| 24.60000038 | 12 | 0.4% |
| 28.10000038 | 12 | 0.4% |
| 25.10000038 | 12 | 0.4% |
| Other values (1071) | 3054 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | |
| 2.099999905 | 1 | |
| 2.299999952 | 1 | |
| 3 | 1 | |
| 3.200000048 | 1 | |
| 3.5 | 1 | |
| 3.599999905 | 2 | |
| 4 | 1 | |
| 4.300000191 | 2 | |
| 4.599999905 | 1 |
| Value | Count | Frequency (%) |
| 834.4000244 | 1 | |
| 707.2999878 | 1 | |
| 694.7000122 | 1 | |
| 693.0999756 | 1 | |
| 639.7999878 | 1 | |
| 593.5999756 | 1 | |
| 468.7000122 | 1 | |
| 467 | 1 | |
| 460.1000061 | 1 | |
| 426.6000061 | 1 |
sourceeuiwn_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1655 |
|---|---|
| Distinct (%) | 51.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.89608 |
| Minimum | 0 |
|---|---|
| Maximum | 2620 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 47.440001 |
| Q1 | 79.5 |
| median | 103.1 |
| Q3 | 151.60001 |
| 95-th percentile | 360.08 |
| Maximum | 2620 |
| Range | 2620 |
| Interquartile range (IQR) | 72.100006 |
Descriptive statistics
| Standard deviation | 139.51542 |
|---|---|
| Coefficient of variation (CV) | 0.99020087 |
| Kurtosis | 79.533873 |
| Mean | 140.89608 |
| Median Absolute Deviation (MAD) | 29.5 |
| Skewness | 6.6802915 |
| Sum | 449317.6 |
| Variance | 19464.553 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 73.59999847 | 9 | 0.3% |
| 75.5 | 8 | 0.3% |
| 98.90000153 | 8 | 0.3% |
| 102.4000015 | 8 | 0.3% |
| 93.59999847 | 8 | 0.3% |
| 104.5999985 | 8 | 0.3% |
| 83.5 | 8 | 0.3% |
| 84.90000153 | 7 | 0.2% |
| 80.69999695 | 7 | 0.2% |
| 89.09999847 | 7 | 0.2% |
| Other values (1645) | 3111 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 4.599999905 | 1 | |
| 6.599999905 | 1 | |
| 6.900000095 | 1 | |
| 7.400000095 | 1 | |
| 9 | 1 | |
| 9.5 | 1 | |
| 10 | 1 | |
| 10.30000019 | 1 | |
| 11.19999981 | 1 |
| Value | Count | Frequency (%) |
| 2620 | 1 | |
| 2217.800049 | 1 | |
| 2181.300049 | 1 | |
| 2008 | 1 | |
| 1527.300049 | 1 | |
| 1195.099976 | 1 | |
| 1138.400024 | 1 | |
| 1001 | 1 | |
| 954 | 1 | |
| 919.2999878 | 1 |
siteenergyuse_kbtu
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 3189 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5239344.8 |
| Minimum | 57133.199 |
|---|---|
| Maximum | 4.4838531 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 57133.199 |
|---|---|
| 5-th percentile | 521155.12 |
| Q1 | 936616.5 |
| median | 1802805.1 |
| Q3 | 4230514 |
| 95-th percentile | 18336010 |
| Maximum | 4.4838531 × 108 |
| Range | 4.4832818 × 108 |
| Interquartile range (IQR) | 3293897.5 |
Descriptive statistics
| Standard deviation | 15954971 |
|---|---|
| Coefficient of variation (CV) | 3.0452225 |
| Kurtosis | 303.93997 |
| Mean | 5239344.8 |
| Median Absolute Deviation (MAD) | 1062574.8 |
| Skewness | 14.645387 |
| Sum | 1.6708271 × 1010 |
| Variance | 2.5456109 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7226362.5 | 1 | < 0.1% |
| 421389.4063 | 1 | < 0.1% |
| 6714540 | 1 | < 0.1% |
| 4653535 | 1 | < 0.1% |
| 8163413 | 1 | < 0.1% |
| 415364.5938 | 1 | < 0.1% |
| 561473.875 | 1 | < 0.1% |
| 905750.375 | 1 | < 0.1% |
| 2253647.75 | 1 | < 0.1% |
| 816300.5 | 1 | < 0.1% |
| Other values (3179) | 3179 |
| Value | Count | Frequency (%) |
| 57133.19922 | 1 | |
| 79711.79688 | 1 | |
| 90558.70313 | 1 | |
| 97690.39844 | 1 | |
| 106918 | 1 | |
| 111969.7031 | 1 | |
| 113130 | 1 | |
| 116486.6016 | 1 | |
| 117438.3984 | 1 | |
| 123767.2031 | 1 |
| Value | Count | Frequency (%) |
| 448385312 | 1 | |
| 293090784 | 1 | |
| 291614432 | 1 | |
| 274682208 | 1 | |
| 253832464 | 1 | |
| 163945984 | 1 | |
| 143423024 | 1 | |
| 131373880 | 1 | |
| 114648520 | 1 | |
| 102673696 | 1 |
siteenergyusewn_kbtu
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 3189 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5415193.6 |
| Minimum | 58114.199 |
|---|---|
| Maximum | 4.7161386 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 58114.199 |
|---|---|
| 5-th percentile | 548934.62 |
| Q1 | 992151.88 |
| median | 1915150.8 |
| Q3 | 4431765.5 |
| 95-th percentile | 18803703 |
| Maximum | 4.7161386 × 108 |
| Range | 4.7155574 × 108 |
| Interquartile range (IQR) | 3439613.6 |
Descriptive statistics
| Standard deviation | 16337191 |
|---|---|
| Coefficient of variation (CV) | 3.0169173 |
| Kurtosis | 319.64302 |
| Mean | 5415193.6 |
| Median Absolute Deviation (MAD) | 1126665.1 |
| Skewness | 14.955438 |
| Sum | 1.7269052 × 1010 |
| Variance | 2.6690382 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7456910 | 1 | < 0.1% |
| 455648.9063 | 1 | < 0.1% |
| 6739209 | 1 | < 0.1% |
| 4653535 | 1 | < 0.1% |
| 8224244 | 1 | < 0.1% |
| 486884.9063 | 1 | < 0.1% |
| 630412.625 | 1 | < 0.1% |
| 963968.1875 | 1 | < 0.1% |
| 2266028.75 | 1 | < 0.1% |
| 869296.3125 | 1 | < 0.1% |
| Other values (3179) | 3179 |
| Value | Count | Frequency (%) |
| 58114.19922 | 1 | |
| 79967.89844 | 1 | |
| 90558.70313 | 1 | |
| 98862.89844 | 1 | |
| 109471.7969 | 1 | |
| 116486.6016 | 1 | |
| 116642.5 | 1 | |
| 120610.5 | 1 | |
| 127374 | 1 | |
| 128383.8984 | 1 |
| Value | Count | Frequency (%) |
| 471613856 | 1 | |
| 296671744 | 1 | |
| 295929888 | 1 | |
| 274725984 | 1 | |
| 257764208 | 1 | |
| 167207104 | 1 | |
| 147299056 | 1 | |
| 137106112 | 1 | |
| 123205560 | 1 | |
| 103985264 | 1 |
steam
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| False | |
|---|---|
| True | 125 |
| Value | Count | Frequency (%) |
| False | 3064 | |
| True | 125 | 3.9% |
electricity
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| True | |
|---|---|
| False | 2 |
| Value | Count | Frequency (%) |
| True | 3187 | |
| False | 2 | 0.1% |
naturalgas
Boolean
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2003 | |
| False | 1186 |
totalghgemissions
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 2688 |
|---|---|
| Distinct (%) | 84.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.5715 |
| Minimum | 0 |
|---|---|
| Maximum | 16870.98 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.92 |
| Q1 | 9.63 |
| median | 33.92 |
| Q3 | 94.02 |
| 95-th percentile | 397.018 |
| Maximum | 16870.98 |
| Range | 16870.98 |
| Interquartile range (IQR) | 84.39 |
Descriptive statistics
| Standard deviation | 517.18369 |
|---|---|
| Coefficient of variation (CV) | 4.3617874 |
| Kurtosis | 526.94894 |
| Mean | 118.5715 |
| Median Absolute Deviation (MAD) | 27.85 |
| Skewness | 20.230671 |
| Sum | 378124.52 |
| Variance | 267478.97 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.95 | 7 | 0.2% |
| 4.2 | 6 | 0.2% |
| 4.74 | 5 | 0.2% |
| 4.15 | 5 | 0.2% |
| 9.29 | 5 | 0.2% |
| 3.63 | 5 | 0.2% |
| 5.46 | 5 | 0.2% |
| 5.07 | 5 | 0.2% |
| 4.8 | 5 | 0.2% |
| 4.52 | 5 | 0.2% |
| Other values (2678) | 3136 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.4 | 1 | |
| 0.63 | 1 | |
| 0.68 | 1 | |
| 0.75 | 1 | |
| 0.79 | 1 | |
| 0.81 | 1 | |
| 0.82 | 1 | |
| 0.86 | 1 | |
| 0.87 | 1 |
| Value | Count | Frequency (%) |
| 16870.98 | 1 | |
| 12307.16 | 1 | |
| 10734.57 | 1 | |
| 8145.52 | 1 | |
| 6330.91 | 1 | |
| 4906.33 | 1 | |
| 3995.45 | 1 | |
| 3768.66 | 1 | |
| 3278.11 | 1 | |
| 3243.48 | 1 |
zipcode
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98116.889 |
| Minimum | 98006 |
|---|---|
| Maximum | 98272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 98006 |
|---|---|
| 5-th percentile | 98101 |
| Q1 | 98105 |
| median | 98115 |
| Q3 | 98122 |
| 95-th percentile | 98144 |
| Maximum | 98272 |
| Range | 266 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 18.65661 |
|---|---|
| Coefficient of variation (CV) | 0.00019014677 |
| Kurtosis | 10.597687 |
| Mean | 98116.889 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.9765428 |
| Sum | 3.1289476 × 108 |
| Variance | 348.0691 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 98109 | 290 | 9.1% |
| 98104 | 240 | 7.5% |
| 98122 | 234 | 7.3% |
| 98101 | 220 | 6.9% |
| 98134 | 184 | 5.8% |
| 98105 | 181 | 5.7% |
| 98121 | 181 | 5.7% |
| 98102 | 163 | 5.1% |
| 98119 | 162 | 5.1% |
| 98103 | 152 | 4.8% |
| Other values (49) | 1182 |
| Value | Count | Frequency (%) |
| 98006 | 1 | |
| 98011 | 1 | |
| 98012 | 1 | |
| 98013 | 2 | |
| 98020 | 1 | |
| 98028 | 1 | |
| 98033 | 1 | |
| 98040 | 1 | |
| 98053 | 1 | |
| 98070 | 1 |
| Value | Count | Frequency (%) |
| 98272 | 1 | < 0.1% |
| 98204 | 1 | < 0.1% |
| 98199 | 68 | |
| 98198 | 1 | < 0.1% |
| 98195 | 8 | 0.3% |
| 98191 | 1 | < 0.1% |
| 98185 | 1 | < 0.1% |
| 98181 | 1 | < 0.1% |
| 98178 | 2 | 0.1% |
| 98177 | 2 | 0.1% |
latitude
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2725 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.624576 |
| Minimum | 47.50224 |
|---|---|
| Maximum | 47.73387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 47.50224 |
|---|---|
| 5-th percentile | 47.54365 |
| Q1 | 47.60105 |
| median | 47.61891 |
| Q3 | 47.65698 |
| 95-th percentile | 47.713028 |
| Maximum | 47.73387 |
| Range | 0.23163 |
| Interquartile range (IQR) | 0.05593 |
Descriptive statistics
| Standard deviation | 0.047059455 |
|---|---|
| Coefficient of variation (CV) | 0.00098813384 |
| Kurtosis | -0.08997194 |
| Mean | 47.624576 |
| Median Absolute Deviation (MAD) | 0.02564 |
| Skewness | 0.16409831 |
| Sum | 151874.77 |
| Variance | 0.0022145924 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.66246 | 9 | 0.3% |
| 47.61598 | 7 | 0.2% |
| 47.62208 | 6 | 0.2% |
| 47.62395 | 5 | 0.2% |
| 47.61543 | 5 | 0.2% |
| 47.52549 | 5 | 0.2% |
| 47.52254 | 4 | 0.1% |
| 47.60071 | 4 | 0.1% |
| 47.61048 | 4 | 0.1% |
| 47.5829 | 4 | 0.1% |
| Other values (2715) | 3136 |
| Value | Count | Frequency (%) |
| 47.50224 | 1 | |
| 47.50959 | 1 | |
| 47.51018 | 1 | |
| 47.51042 | 1 | |
| 47.51098 | 1 | |
| 47.51104 | 1 | |
| 47.51127 | 2 | |
| 47.51138 | 1 | |
| 47.51168 | 1 | |
| 47.51169 | 1 |
| Value | Count | Frequency (%) |
| 47.73387 | 1 | |
| 47.73375 | 1 | |
| 47.73368 | 1 | |
| 47.7336 | 1 | |
| 47.73357 | 1 | |
| 47.73351 | 1 | |
| 47.73331 | 1 | |
| 47.73316 | 1 | |
| 47.73315 | 1 | |
| 47.73279 | 1 |
longitude
Real number (ℝ)
| Distinct | 2521 |
|---|---|
| Distinct (%) | 79.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -122.33512 |
| Minimum | -122.41425 |
|---|---|
| Maximum | -122.26028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3189 |
| Negative (%) | 100.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | -122.41425 |
|---|---|
| 5-th percentile | -122.38643 |
| Q1 | -122.35041 |
| median | -122.33264 |
| Q3 | -122.3202 |
| 95-th percentile | -122.29174 |
| Maximum | -122.26028 |
| Range | 0.15397 |
| Interquartile range (IQR) | 0.03021 |
Descriptive statistics
| Standard deviation | 0.026567583 |
|---|---|
| Coefficient of variation (CV) | -0.00021717053 |
| Kurtosis | 0.27120526 |
| Mean | -122.33512 |
| Median Absolute Deviation (MAD) | 0.01482 |
| Skewness | -0.18031409 |
| Sum | -390126.7 |
| Variance | 0.00070583648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -122.29898 | 8 | 0.3% |
| -122.35398 | 7 | 0.2% |
| -122.33369 | 6 | 0.2% |
| -122.32468 | 6 | 0.2% |
| -122.32592 | 5 | 0.2% |
| -122.33064 | 5 | 0.2% |
| -122.32417 | 5 | 0.2% |
| -122.33379 | 5 | 0.2% |
| -122.31769 | 5 | 0.2% |
| -122.32544 | 4 | 0.1% |
| Other values (2511) | 3133 |
| Value | Count | Frequency (%) |
| -122.41425 | 1 | |
| -122.41182 | 1 | |
| -122.41178 | 1 | |
| -122.41169 | 1 | |
| -122.41037 | 1 | |
| -122.41036 | 1 | |
| -122.41031 | 1 | |
| -122.40976 | 1 | |
| -122.40974 | 1 | |
| -122.40901 | 1 |
| Value | Count | Frequency (%) |
| -122.26028 | 1 | |
| -122.26034 | 1 | |
| -122.26166 | 2 | |
| -122.26172 | 1 | |
| -122.26177 | 1 | |
| -122.2618 | 1 | |
| -122.26216 | 1 | |
| -122.26223 | 1 | |
| -122.26235 | 1 | |
| -122.26277 | 1 |
age
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.308247 |
| Minimum | 8 |
|---|---|
| Maximum | 123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 26 |
| median | 48 |
| Q3 | 75 |
| 95-th percentile | 115 |
| Maximum | 123 |
| Range | 115 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 33.147829 |
|---|---|
| Coefficient of variation (CV) | 0.61036455 |
| Kurtosis | -0.87505967 |
| Mean | 54.308247 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.54234059 |
| Sum | 173189 |
| Variance | 1098.7785 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23 | 66 | 2.1% |
| 9 | 66 | 2.1% |
| 55 | 62 | 1.9% |
| 34 | 60 | 1.9% |
| 35 | 59 | 1.9% |
| 24 | 59 | 1.9% |
| 15 | 58 | 1.8% |
| 33 | 56 | 1.8% |
| 22 | 56 | 1.8% |
| 53 | 55 | 1.7% |
| Other values (103) | 2592 |
| Value | Count | Frequency (%) |
| 8 | 34 | |
| 9 | 66 | |
| 10 | 51 | |
| 11 | 35 | |
| 12 | 15 | 0.5% |
| 13 | 23 | 0.7% |
| 14 | 40 | |
| 15 | 58 | |
| 16 | 41 | |
| 17 | 44 |
| Value | Count | Frequency (%) |
| 123 | 51 | |
| 122 | 7 | 0.2% |
| 121 | 11 | 0.3% |
| 120 | 3 | 0.1% |
| 119 | 14 | 0.4% |
| 118 | 9 | 0.3% |
| 117 | 18 | 0.6% |
| 116 | 31 | |
| 115 | 26 | |
| 114 | 28 |
source_site
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2854 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.565758 |
| Minimum | 0 |
|---|---|
| Maximum | 13.211111 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.4650307 |
| Q1 | 2.1259259 |
| median | 2.6509803 |
| Q3 | 3.1385135 |
| 95-th percentile | 3.1439395 |
| Maximum | 13.211111 |
| Range | 13.211111 |
| Interquartile range (IQR) | 1.0125876 |
Descriptive statistics
| Standard deviation | 0.61958081 |
|---|---|
| Coefficient of variation (CV) | 0.24148061 |
| Kurtosis | 26.300415 |
| Mean | 2.565758 |
| Median Absolute Deviation (MAD) | 0.48790869 |
| Skewness | 1.1101919 |
| Sum | 8182.2023 |
| Variance | 0.38388038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.142857143 | 7 | 0.2% |
| 3.137184085 | 5 | 0.2% |
| 3.1390977 | 5 | 0.2% |
| 3.140077609 | 5 | 0.2% |
| 3.13620076 | 5 | 0.2% |
| 3.140939626 | 5 | 0.2% |
| 3.142276498 | 5 | 0.2% |
| 3.136363636 | 5 | 0.2% |
| 3.145038135 | 4 | 0.1% |
| 3.142372778 | 4 | 0.1% |
| Other values (2844) | 3139 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.4214285895 | 1 | |
| 1.049797122 | 1 | |
| 1.050158691 | 1 | |
| 1.059027806 | 1 | |
| 1.082949271 | 1 | |
| 1.115999985 | 1 | |
| 1.130331751 | 1 | |
| 1.134883703 | 1 | |
| 1.143327853 | 1 |
| Value | Count | Frequency (%) |
| 13.21111111 | 1 | |
| 5.204283195 | 1 | |
| 4.668176647 | 1 | |
| 3.188596464 | 1 | |
| 3.173913192 | 1 | |
| 3.166666667 | 1 | |
| 3.166666645 | 1 | |
| 3.163636295 | 1 | |
| 3.157894843 | 1 | |
| 3.156249796 | 1 |
source_wn
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2799 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0432206 |
| Minimum | 0 |
|---|---|
| Maximum | 1.2064343 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.0149787 |
| median | 1.0428101 |
| Q3 | 1.0663316 |
| 95-th percentile | 1.101684 |
| Maximum | 1.2064343 |
| Range | 1.2064343 |
| Interquartile range (IQR) | 0.051352941 |
Descriptive statistics
| Standard deviation | 0.039812487 |
|---|---|
| Coefficient of variation (CV) | 0.038163056 |
| Kurtosis | 155.84268 |
| Mean | 1.0432206 |
| Median Absolute Deviation (MAD) | 0.025433741 |
| Skewness | -6.0059589 |
| Sum | 3326.8306 |
| Variance | 0.0015850341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 354 | 11.1% |
| 1.076923009 | 2 | 0.1% |
| 1.032502707 | 2 | 0.1% |
| 1.044897974 | 2 | 0.1% |
| 1.032608682 | 2 | 0.1% |
| 1.036572624 | 2 | 0.1% |
| 1.087922691 | 2 | 0.1% |
| 1.048048001 | 2 | 0.1% |
| 1.04787234 | 2 | 0.1% |
| 1.03809528 | 2 | 0.1% |
| Other values (2789) | 2817 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.5251303506 | 1 | |
| 0.9626268025 | 1 | |
| 0.9683258313 | 1 | |
| 0.9704236847 | 1 | |
| 0.9731103776 | 1 | |
| 0.9747545165 | 1 | |
| 0.9750633386 | 1 | |
| 0.9752603981 | 1 | |
| 0.9753886791 | 1 |
| Value | Count | Frequency (%) |
| 1.206434341 | 1 | |
| 1.186868732 | 1 | |
| 1.173652664 | 1 | |
| 1.166666667 | 1 | |
| 1.160937548 | 1 | |
| 1.160535157 | 1 | |
| 1.160164253 | 1 | |
| 1.159695851 | 1 | |
| 1.155844142 | 1 | |
| 1.15384612 | 1 |
site_wn
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2634 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.05532 |
| Minimum | 0.69911112 |
|---|---|
| Maximum | 1.275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.0 KiB |
Quantile statistics
| Minimum | 0.69911112 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.0264296 |
| median | 1.0518359 |
| Q3 | 1.0771513 |
| 95-th percentile | 1.138519 |
| Maximum | 1.275 |
| Range | 0.57588885 |
| Interquartile range (IQR) | 0.050721688 |
Descriptive statistics
| Standard deviation | 0.043252931 |
|---|---|
| Coefficient of variation (CV) | 0.040985609 |
| Kurtosis | 3.4663198 |
| Mean | 1.05532 |
| Median Absolute Deviation (MAD) | 0.025345298 |
| Skewness | 0.45056926 |
| Sum | 3365.4153 |
| Variance | 0.0018708161 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 347 | 10.9% |
| 1.05 | 4 | 0.1% |
| 1.08 | 3 | 0.1% |
| 1.079268364 | 3 | 0.1% |
| 1.048859934 | 3 | 0.1% |
| 1.065656626 | 3 | 0.1% |
| 1.041666667 | 3 | 0.1% |
| 1.056782309 | 3 | 0.1% |
| 1.071428571 | 3 | 0.1% |
| 1.044943776 | 3 | 0.1% |
| Other values (2624) | 2814 |
| Value | Count | Frequency (%) |
| 0.6991111249 | 1 | |
| 0.7042253615 | 1 | |
| 0.9630872987 | 1 | |
| 0.9635468281 | 1 | |
| 0.9699247696 | 1 | |
| 0.9746695708 | 1 | |
| 0.9762532587 | 1 | |
| 0.9776536522 | 1 | |
| 0.978043942 | 1 | |
| 0.9790660344 | 1 |
| Value | Count | Frequency (%) |
| 1.274999976 | 1 | |
| 1.239737243 | 1 | |
| 1.228571483 | 1 | |
| 1.223529367 | 1 | |
| 1.215847045 | 1 | |
| 1.212499976 | 1 | |
| 1.203898152 | 1 | |
| 1.200692084 | 1 | |
| 1.200381674 | 1 | |
| 1.196923045 | 1 |
| councildistrictcode | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding | largestpropertyusetypegfa | energystarscore | siteeuiwn_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | totalghgemissions | zipcode | latitude | longitude | age | source_site | source_wn | site_wn | buildingtype | primarypropertytype | neighborhood | steam | electricity | naturalgas | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| councildistrictcode | 1.000 | -0.019 | 0.327 | 0.166 | 0.153 | 0.157 | 0.140 | 0.089 | 0.080 | 0.098 | 0.155 | 0.152 | 0.129 | -0.195 | 0.500 | -0.357 | -0.007 | 0.004 | -0.091 | -0.106 | 0.145 | 0.254 | 0.879 | 0.213 | 0.000 | 0.142 |
| numberofbuildings | -0.019 | 1.000 | -0.025 | 0.064 | 0.004 | 0.063 | 0.079 | 0.039 | -0.000 | -0.006 | 0.051 | 0.052 | 0.044 | 0.019 | 0.054 | 0.037 | -0.039 | -0.009 | 0.018 | 0.018 | 0.182 | 0.202 | 0.039 | 0.000 | 0.000 | 0.005 |
| numberoffloors | 0.327 | -0.025 | 1.000 | 0.464 | 0.253 | 0.458 | 0.443 | 0.158 | -0.012 | 0.063 | 0.294 | 0.288 | 0.185 | -0.230 | 0.059 | -0.106 | -0.301 | 0.115 | -0.064 | -0.177 | 0.263 | 0.277 | 0.140 | 0.297 | 0.000 | 0.045 |
| propertygfatotal | 0.166 | 0.064 | 0.464 | 1.000 | 0.356 | 0.983 | 0.927 | 0.081 | 0.168 | 0.209 | 0.762 | 0.758 | 0.577 | -0.095 | -0.052 | -0.024 | -0.313 | -0.021 | -0.306 | -0.290 | 0.129 | 0.196 | 0.066 | 0.205 | 0.000 | 0.089 |
| propertygfaparking | 0.153 | 0.004 | 0.253 | 0.356 | 1.000 | 0.232 | 0.283 | 0.021 | 0.185 | 0.238 | 0.313 | 0.308 | 0.219 | -0.125 | 0.016 | -0.050 | -0.242 | 0.057 | -0.252 | -0.250 | 0.049 | 0.154 | 0.060 | 0.082 | 0.000 | 0.013 |
| propertygfabuilding | 0.157 | 0.063 | 0.458 | 0.983 | 0.232 | 1.000 | 0.926 | 0.081 | 0.145 | 0.179 | 0.746 | 0.743 | 0.572 | -0.082 | -0.062 | -0.019 | -0.285 | -0.031 | -0.279 | -0.265 | 0.133 | 0.193 | 0.063 | 0.232 | 0.000 | 0.087 |
| largestpropertyusetypegfa | 0.140 | 0.079 | 0.443 | 0.927 | 0.283 | 0.926 | 1.000 | 0.089 | 0.109 | 0.129 | 0.728 | 0.726 | 0.562 | -0.058 | -0.044 | -0.016 | -0.291 | -0.032 | -0.241 | -0.234 | 0.122 | 0.198 | 0.065 | 0.226 | 0.000 | 0.090 |
| energystarscore | 0.089 | 0.039 | 0.158 | 0.081 | 0.021 | 0.081 | 0.089 | 1.000 | -0.455 | -0.523 | -0.181 | -0.183 | -0.112 | -0.007 | 0.093 | -0.043 | -0.087 | -0.002 | 0.007 | -0.033 | 0.113 | 0.118 | 0.058 | 0.000 | 0.000 | 0.111 |
| siteeuiwn_kbtu_sf | 0.080 | -0.000 | -0.012 | 0.168 | 0.185 | 0.145 | 0.109 | -0.455 | 1.000 | 0.870 | 0.695 | 0.699 | 0.722 | -0.126 | -0.086 | 0.047 | 0.086 | -0.435 | -0.218 | -0.082 | 0.136 | 0.271 | 0.055 | 0.120 | 0.105 | 0.184 |
| sourceeuiwn_kbtu_sf | 0.098 | -0.006 | 0.063 | 0.209 | 0.238 | 0.179 | 0.129 | -0.523 | 0.870 | 1.000 | 0.642 | 0.635 | 0.479 | -0.108 | -0.055 | 0.036 | -0.039 | -0.011 | -0.365 | -0.301 | 0.113 | 0.248 | 0.022 | 0.033 | 0.000 | 0.071 |
| siteenergyuse_kbtu | 0.155 | 0.051 | 0.294 | 0.762 | 0.313 | 0.746 | 0.728 | -0.181 | 0.695 | 0.642 | 1.000 | 0.999 | 0.880 | -0.121 | -0.094 | 0.020 | -0.158 | -0.290 | -0.366 | -0.271 | 0.134 | 0.291 | 0.042 | 0.197 | 0.000 | 0.046 |
| siteenergyusewn_kbtu | 0.152 | 0.052 | 0.288 | 0.758 | 0.308 | 0.743 | 0.726 | -0.183 | 0.699 | 0.635 | 0.999 | 1.000 | 0.889 | -0.121 | -0.096 | 0.021 | -0.147 | -0.310 | -0.336 | -0.237 | 0.142 | 0.299 | 0.041 | 0.213 | 0.000 | 0.049 |
| totalghgemissions | 0.129 | 0.044 | 0.185 | 0.577 | 0.219 | 0.572 | 0.562 | -0.112 | 0.722 | 0.479 | 0.880 | 0.889 | 1.000 | -0.131 | -0.114 | 0.023 | -0.026 | -0.667 | -0.186 | -0.023 | 0.116 | 0.268 | 0.000 | 0.181 | 0.000 | 0.037 |
| zipcode | -0.195 | 0.019 | -0.230 | -0.095 | -0.125 | -0.082 | -0.058 | -0.007 | -0.126 | -0.108 | -0.121 | -0.121 | -0.131 | 1.000 | -0.045 | 0.003 | -0.089 | 0.063 | 0.039 | 0.046 | 0.061 | 0.074 | 0.253 | 0.147 | 0.000 | 0.082 |
| latitude | 0.500 | 0.054 | 0.059 | -0.052 | 0.016 | -0.062 | -0.044 | 0.093 | -0.086 | -0.055 | -0.094 | -0.096 | -0.114 | -0.045 | 1.000 | -0.020 | -0.148 | 0.083 | 0.064 | 0.005 | 0.145 | 0.214 | 0.604 | 0.289 | 0.000 | 0.159 |
| longitude | -0.357 | 0.037 | -0.106 | -0.024 | -0.050 | -0.019 | -0.016 | -0.043 | 0.047 | 0.036 | 0.020 | 0.021 | 0.023 | 0.003 | -0.020 | 1.000 | 0.050 | -0.038 | 0.021 | 0.019 | 0.120 | 0.151 | 0.498 | 0.184 | 0.000 | 0.088 |
| age | -0.007 | -0.039 | -0.301 | -0.313 | -0.242 | -0.285 | -0.291 | -0.087 | 0.086 | -0.039 | -0.158 | -0.147 | -0.026 | -0.089 | -0.148 | 0.050 | 1.000 | -0.198 | 0.237 | 0.282 | 0.158 | 0.190 | 0.177 | 0.150 | 0.000 | 0.343 |
| source_site | 0.004 | -0.009 | 0.115 | -0.021 | 0.057 | -0.031 | -0.032 | -0.002 | -0.435 | -0.011 | -0.290 | -0.310 | -0.667 | 0.063 | 0.083 | -0.038 | -0.198 | 1.000 | -0.190 | -0.391 | 0.107 | 0.191 | 0.066 | 0.133 | 0.209 | 0.710 |
| source_wn | -0.091 | 0.018 | -0.064 | -0.306 | -0.252 | -0.279 | -0.241 | 0.007 | -0.218 | -0.365 | -0.366 | -0.336 | -0.186 | 0.039 | 0.064 | 0.021 | 0.237 | -0.190 | 1.000 | 0.901 | 0.000 | 0.207 | 0.081 | 0.030 | 0.706 | 0.131 |
| site_wn | -0.106 | 0.018 | -0.177 | -0.290 | -0.250 | -0.265 | -0.234 | -0.033 | -0.082 | -0.301 | -0.271 | -0.237 | -0.023 | 0.046 | 0.005 | 0.019 | 0.282 | -0.391 | 0.901 | 1.000 | 0.161 | 0.290 | 0.131 | 0.039 | 0.498 | 0.246 |
| buildingtype | 0.145 | 0.182 | 0.263 | 0.129 | 0.049 | 0.133 | 0.122 | 0.113 | 0.136 | 0.113 | 0.134 | 0.142 | 0.116 | 0.061 | 0.145 | 0.120 | 0.158 | 0.107 | 0.000 | 0.161 | 1.000 | 0.675 | 0.193 | 0.191 | 0.000 | 0.275 |
| primarypropertytype | 0.254 | 0.202 | 0.277 | 0.196 | 0.154 | 0.193 | 0.198 | 0.118 | 0.271 | 0.248 | 0.291 | 0.299 | 0.268 | 0.074 | 0.214 | 0.151 | 0.190 | 0.191 | 0.207 | 0.290 | 0.675 | 1.000 | 0.243 | 0.287 | 0.190 | 0.347 |
| neighborhood | 0.879 | 0.039 | 0.140 | 0.066 | 0.060 | 0.063 | 0.065 | 0.058 | 0.055 | 0.022 | 0.042 | 0.041 | 0.000 | 0.253 | 0.604 | 0.498 | 0.177 | 0.066 | 0.081 | 0.131 | 0.193 | 0.243 | 1.000 | 0.286 | 0.026 | 0.167 |
| steam | 0.213 | 0.000 | 0.297 | 0.205 | 0.082 | 0.232 | 0.226 | 0.000 | 0.120 | 0.033 | 0.197 | 0.213 | 0.181 | 0.147 | 0.289 | 0.184 | 0.150 | 0.133 | 0.030 | 0.039 | 0.191 | 0.287 | 0.286 | 1.000 | 0.000 | 0.000 |
| electricity | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.105 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.209 | 0.706 | 0.498 | 0.000 | 0.190 | 0.026 | 0.000 | 1.000 | 0.000 |
| naturalgas | 0.142 | 0.005 | 0.045 | 0.089 | 0.013 | 0.087 | 0.090 | 0.111 | 0.184 | 0.071 | 0.046 | 0.049 | 0.037 | 0.082 | 0.159 | 0.088 | 0.343 | 0.710 | 0.131 | 0.246 | 0.275 | 0.347 | 0.167 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| buildingtype | primarypropertytype | councildistrictcode | neighborhood | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding | listofallpropertyusetypes | largestpropertyusetype | largestpropertyusetypegfa | energystarscore | siteeuiwn_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | steam | electricity | naturalgas | totalghgemissions | zipcode | latitude | longitude | age | source_site | source_wn | site_wn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 12 | 88434 | 0 | 88434 | Hotel | Hotel | 88434.0 | 60.0 | 84.300003 | 189.000000 | 7226362.5 | 7456910.0 | Yes | Yes | Yes | 249.98 | 98101.0 | 47.61220 | -122.33799 | 96 | 2.241993 | 1.035616 | 1.031824 |
| 1 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 11 | 103566 | 15064 | 88502 | Hotel, Parking, Restaurant | Hotel | 83880.0 | 61.0 | 97.900002 | 179.399994 | 8387933.0 | 8664479.0 | No | Yes | Yes | 295.86 | 98101.0 | 47.61317 | -122.33393 | 27 | 1.832482 | 1.018739 | 1.032700 |
| 2 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 41 | 956110 | 196718 | 759392 | Hotel | Hotel | 756493.0 | 43.0 | 97.699997 | 244.100006 | 72587024.0 | 73937112.0 | Yes | Yes | Yes | 2089.28 | 98101.0 | 47.61393 | -122.33810 | 54 | 2.498465 | 1.009095 | 1.017708 |
| 3 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 10 | 61320 | 0 | 61320 | Hotel | Hotel | 61320.0 | 56.0 | 113.300003 | 224.000000 | 6794584.0 | 6946800.5 | Yes | Yes | Yes | 286.43 | 98101.0 | 47.61412 | -122.33664 | 97 | 1.977052 | 1.036078 | 1.022563 |
| 4 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 18 | 175580 | 62000 | 113580 | Hotel, Parking, Swimming Pool | Hotel | 123445.0 | 75.0 | 118.699997 | 215.600006 | 14172606.0 | 14656503.0 | No | Yes | Yes | 505.01 | 98121.0 | 47.61375 | -122.34047 | 43 | 1.816344 | 1.019868 | 1.033972 |
| 5 | Nonresidential COS | Other | 7 | DOWNTOWN | 1 | 2 | 97288 | 37198 | 60090 | Police Station | Police Station | 88830.0 | NaN | 141.600006 | 320.500000 | 12086616.0 | 12581712.0 | No | Yes | Yes | 301.81 | 98101.0 | 47.61623 | -122.33657 | 24 | 2.263418 | 1.013279 | 1.040411 |
| 6 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 11 | 83008 | 0 | 83008 | Hotel | Hotel | 81352.0 | 27.0 | 74.500000 | 154.699997 | 5758795.0 | 6062767.5 | No | Yes | Yes | 176.14 | 98101.0 | 47.61390 | -122.33283 | 97 | 2.076510 | 1.055252 | 1.052260 |
| 7 | NonResidential | Other | 7 | DOWNTOWN | 1 | 8 | 102761 | 0 | 102761 | Other - Entertainment/Public Assembly | Other - Entertainment/Public Assembly | 102761.0 | NaN | 68.800003 | 152.300003 | 6298131.5 | 7067881.5 | Yes | Yes | Yes | 221.51 | 98101.0 | 47.61327 | -122.33136 | 97 | 2.213663 | 1.074806 | 1.122349 |
| 8 | NonResidential | Hotel | 7 | DOWNTOWN | 1 | 15 | 163984 | 0 | 163984 | Hotel | Hotel | 163984.0 | 43.0 | 86.599998 | 187.199997 | 13723820.0 | 14194054.0 | No | Yes | Yes | 392.16 | 98104.0 | 47.60294 | -122.33263 | 119 | 2.161663 | 1.034826 | 1.034648 |
| 9 | Multifamily MR (5-9) | Mid-Rise Multifamily | 7 | DOWNTOWN | 1 | 6 | 63712 | 1496 | 62216 | Multifamily Housing | Multifamily Housing | 56132.0 | 1.0 | 85.599998 | 187.399994 | 4573777.0 | 4807679.5 | Yes | Yes | Yes | 151.12 | 98104.0 | 47.60284 | -122.33184 | 113 | 2.189252 | 1.025725 | 1.050307 |
| buildingtype | primarypropertytype | councildistrictcode | neighborhood | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding | listofallpropertyusetypes | largestpropertyusetype | largestpropertyusetypegfa | energystarscore | siteeuiwn_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | steam | electricity | naturalgas | totalghgemissions | zipcode | latitude | longitude | age | source_site | source_wn | site_wn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3179 | Nonresidential COS | Other | 5 | NORTH | 1 | 1 | 11285 | 0 | 11285 | Prison/Incarceration | Prison/Incarceration | 11285.0 | NaN | 62.599998 | 148.399994 | 6.456654e+05 | 7.059837e+05 | No | Yes | Yes | 14.37 | 98125.0 | 47.72126 | -122.29735 | 74 | 2.370607 | 1.060000 | 1.094406 |
| 3180 | Nonresidential COS | Other | 6 | BALLARD | 1 | 1 | 16795 | 0 | 16795 | Fitness Center/Health Club/Gym, Food Service, Office, Other - Recreation, Pre-school/Daycare | Other - Recreation | 8680.0 | NaN | 59.000000 | 129.399994 | 9.366165e+05 | 9.905455e+05 | No | Yes | Yes | 24.73 | 98107.0 | 47.67295 | -122.39228 | 112 | 2.193220 | 1.026984 | 1.057348 |
| 3181 | Nonresidential COS | Other | 6 | BALLARD | 1 | 1 | 12769 | 0 | 12769 | Fitness Center/Health Club/Gym, Office, Other - Recreation, Swimming Pool | Other - Recreation | 10912.0 | NaN | 420.600006 | 638.900024 | 5.117308e+06 | 5.370264e+06 | No | Yes | Yes | 216.18 | 98111.0 | 47.67734 | -122.37624 | 51 | 1.519020 | 1.033652 | 1.049401 |
| 3182 | Nonresidential COS | Other | 3 | EAST | 1 | 1 | 23445 | 0 | 23445 | Other - Recreation | Other - Recreation | 23445.0 | NaN | 286.500000 | 413.200012 | 5.976246e+06 | 6.716330e+06 | No | Yes | Yes | 259.22 | 98106.0 | 47.63228 | -122.31574 | 111 | 1.442234 | 1.087082 | 1.123970 |
| 3183 | Nonresidential COS | Mixed Use Property | 3 | CENTRAL | 1 | 1 | 20050 | 0 | 20050 | Fitness Center/Health Club/Gym, Office, Other - Recreation, Other - Technology/Science | Other - Recreation | 8108.0 | NaN | 99.400002 | 184.600006 | 1.813404e+06 | 1.993137e+06 | No | Yes | Yes | 60.81 | 98128.6 | 47.60775 | -122.30225 | 29 | 1.857143 | 1.053653 | 1.099558 |
| 3184 | Nonresidential COS | Other | 1 | DELRIDGE | 1 | 1 | 18261 | 0 | 18261 | Other - Recreation | Other - Recreation | 18261.0 | NaN | 56.200001 | 136.600006 | 9.320821e+05 | 1.025432e+06 | No | Yes | Yes | 20.33 | 98124.0 | 47.54067 | -122.37441 | 41 | 2.430605 | 1.084127 | 1.101961 |
| 3185 | Nonresidential COS | Other | 2 | DOWNTOWN | 1 | 1 | 16000 | 0 | 16000 | Other - Recreation | Other - Recreation | 16000.0 | NaN | 65.900002 | 118.900002 | 9.502762e+05 | 1.053706e+06 | No | Yes | Yes | 32.17 | 98119.0 | 47.59625 | -122.32283 | 19 | 1.804249 | 1.041156 | 1.109428 |
| 3186 | Nonresidential COS | Other | 7 | MAGNOLIA / QUEEN ANNE | 1 | 1 | 13157 | 0 | 13157 | Fitness Center/Health Club/Gym, Other - Recreation, Swimming Pool | Other - Recreation | 7583.0 | NaN | 460.100006 | 767.799988 | 5.765898e+06 | 6.053764e+06 | No | Yes | Yes | 223.54 | 98111.0 | 47.63644 | -122.35784 | 49 | 1.668768 | 1.030881 | 1.049977 |
| 3187 | Nonresidential COS | Mixed Use Property | 1 | GREATER DUWAMISH | 1 | 1 | 14101 | 0 | 14101 | Fitness Center/Health Club/Gym, Food Service, Office, Other - Recreation, Pre-school/Daycare | Other - Recreation | 6601.0 | NaN | 55.500000 | 110.800003 | 7.194712e+05 | 7.828413e+05 | No | Yes | Yes | 22.11 | 98108.0 | 47.52832 | -122.32431 | 34 | 1.996396 | 1.052232 | 1.088235 |
| 3188 | Nonresidential COS | Mixed Use Property | 2 | GREATER DUWAMISH | 1 | 1 | 18258 | 0 | 18258 | Fitness Center/Health Club/Gym, Food Service, Office, Other - Recreation, Pre-school/Daycare | Other - Recreation | 8271.0 | NaN | 70.900002 | 123.900002 | 1.152896e+06 | 1.293722e+06 | No | Yes | Yes | 41.27 | 98119.7 | 47.53939 | -122.29536 | 85 | 1.747532 | 1.069948 | 1.123613 |